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feat: add cursor based pagination in CrudFactory (#86)
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@@ -1,6 +1,6 @@
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# CRUD
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Generic async CRUD operations for SQLAlchemy models with search, pagination, and many-to-many support. This module has features that are only compatible with Postgres.
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Generic async CRUD operations for SQLAlchemy models with search, pagination, and many-to-many support.
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!!! info
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This module has been coded and tested to be compatible with PostgreSQL only.
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@@ -48,6 +48,21 @@ exists = await UserCrud.exists(session=session, filters=[User.email == email])
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## Pagination
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!!! info "Added in `v1.1` (only offset_pagination via `paginate` if `<v1.1`)"
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Two pagination strategies are available. Both return a [`PaginatedResponse`](../reference/schemas.md#fastapi_toolsets.schemas.PaginatedResponse) but differ in how they navigate through results.
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| | `offset_paginate` | `cursor_paginate` |
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|---|---|---|
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| Total count | Yes | No |
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| Jump to arbitrary page | Yes | No |
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| Performance on deep pages | Degrades | Constant |
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| Stable under concurrent inserts | No | Yes |
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| Search compatible | Yes | Yes |
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| Use case | Admin panels, numbered pagination | Feeds, APIs, infinite scroll |
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### Offset pagination
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```python
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@router.get(
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"",
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@@ -58,14 +73,88 @@ async def get_users(
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items_per_page: int = 50,
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page: int = 1,
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):
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return await crud.UserCrud.paginate(
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return await crud.UserCrud.offset_paginate(
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session=session,
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items_per_page=items_per_page,
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page=page,
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)
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```
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The [`paginate`](../reference/crud.md#fastapi_toolsets.crud.factory.AsyncCrud.paginate) function will return a [`PaginatedResponse`](../reference/schemas.md#fastapi_toolsets.schemas.PaginatedResponse).
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The [`offset_paginate`](../reference/crud.md#fastapi_toolsets.crud.factory.AsyncCrud.offset_paginate) method returns a [`PaginatedResponse`](../reference/schemas.md#fastapi_toolsets.schemas.PaginatedResponse) whose `pagination` field is an [`OffsetPagination`](../reference/schemas.md#fastapi_toolsets.schemas.OffsetPagination) object:
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```json
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{
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"status": "SUCCESS",
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"data": ["..."],
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"pagination": {
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"total_count": 100,
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"page": 1,
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"items_per_page": 20,
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"has_more": true
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}
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}
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```
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!!! warning "Deprecated: `paginate`"
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The `paginate` function is a backward-compatible alias for `offset_paginate`. This function is **deprecated** and will be removed in **v2.0**.
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### Cursor pagination
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```python
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@router.get(
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"",
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response_model=PaginatedResponse[UserRead],
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)
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async def list_users(
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session: SessionDep,
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cursor: str | None = None,
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items_per_page: int = 20,
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):
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return await UserCrud.cursor_paginate(
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session=session,
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cursor=cursor,
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items_per_page=items_per_page,
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)
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```
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The [`cursor_paginate`](../reference/crud.md#fastapi_toolsets.crud.factory.AsyncCrud.cursor_paginate) method returns a [`PaginatedResponse`](../reference/schemas.md#fastapi_toolsets.schemas.PaginatedResponse) whose `pagination` field is a [`CursorPagination`](../reference/schemas.md#fastapi_toolsets.schemas.CursorPagination) object:
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```json
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{
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"status": "SUCCESS",
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"data": ["..."],
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"pagination": {
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"next_cursor": "eyJ2YWx1ZSI6ICIzZjQ3YWM2OS0uLi4ifQ==",
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"prev_cursor": null,
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"items_per_page": 20,
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"has_more": true
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}
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}
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```
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Pass `next_cursor` as the `cursor` query parameter on the next request to advance to the next page. `prev_cursor` is set on pages 2+ and points back to the first item of the current page. Both are `null` when there is no adjacent page.
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#### Choosing a cursor column
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The cursor column is set once on [`CrudFactory`](../reference/crud.md#fastapi_toolsets.crud.factory.CrudFactory) via the `cursor_column` parameter. It must be monotonically ordered for stable results:
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- Auto-increment integer PKs
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- UUID v7 PKs
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- Timestamps
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!!! warning
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Random UUID v4 PKs are **not** suitable as cursor columns because their ordering is non-deterministic.
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!!! note
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`cursor_column` is required. Calling [`cursor_paginate`](../reference/crud.md#fastapi_toolsets.crud.factory.AsyncCrud.cursor_paginate) on a CRUD class that has no `cursor_column` configured raises a `ValueError`.
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```python
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# Paginate by the primary key
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PostCrud = CrudFactory(model=Post, cursor_column=Post.id)
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# Paginate by a timestamp column instead
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PostCrud = CrudFactory(model=Post, cursor_column=Post.created_at)
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```
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## Search
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@@ -82,7 +171,7 @@ PostCrud = CrudFactory(
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)
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```
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This allow to do a search with the [`paginate`](../reference/crud.md#fastapi_toolsets.crud.factory.AsyncCrud.paginate) function:
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This allows searching with both [`offset_paginate`](../reference/crud.md#fastapi_toolsets.crud.factory.AsyncCrud.offset_paginate) and [`cursor_paginate`](../reference/crud.md#fastapi_toolsets.crud.factory.AsyncCrud.cursor_paginate):
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```python
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@router.get(
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@@ -95,7 +184,7 @@ async def get_users(
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page: int = 1,
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search: str | None = None,
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):
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return await crud.UserCrud.paginate(
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return await crud.UserCrud.offset_paginate(
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session=session,
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items_per_page=items_per_page,
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page=page,
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@@ -103,9 +192,28 @@ async def get_users(
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)
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```
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```python
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@router.get(
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"",
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response_model=PaginatedResponse[User],
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)
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async def get_users(
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session: SessionDep,
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cursor: str | None = None,
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items_per_page: int = 50,
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search: str | None = None,
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):
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return await crud.UserCrud.cursor_paginate(
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session=session,
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items_per_page=items_per_page,
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cursor=cursor,
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search=search,
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)
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```
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## Relationship loading
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!!! info "Added in v1.1"
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!!! info "Added in `v1.1`"
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By default, SQLAlchemy relationships are not loaded unless explicitly requested. Instead of using `lazy="selectin"` on model definitions (which is implicit and applies globally), define a `default_load_options` on the CRUD class to control loading strategy explicitly.
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@@ -124,7 +232,7 @@ ArticleCrud = CrudFactory(
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)
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```
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`default_load_options` applies automatically to all read operations (`get`, `first`, `get_multi`, `paginate`). When `load_options` is passed at call-site, it **fully replaces** `default_load_options` for that query — giving you precise per-call control:
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`default_load_options` applies automatically to all read operations (`get`, `first`, `get_multi`, `offset_paginate`, `cursor_paginate`). When `load_options` is passed at call-site, it **fully replaces** `default_load_options` for that query — giving you precise per-call control:
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```python
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# Only loads category, tags are not loaded
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@@ -168,7 +276,7 @@ await UserCrud.upsert(
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!!! info "Added in `v1.1`"
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Pass a Pydantic schema class to `create`, `get`, `update`, or `paginate` to serialize the result directly into that schema and wrap it in a [`Response[schema]`](../reference/schemas.md#fastapi_toolsets.schemas.Response) or [`PaginatedResponse[schema]`](../reference/schemas.md#fastapi_toolsets.schemas.PaginatedResponse):
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Pass a Pydantic schema class to `create`, `get`, `update`, or `offset_paginate` to serialize the result directly into that schema and wrap it in a [`Response[schema]`](../reference/schemas.md#fastapi_toolsets.schemas.Response) or [`PaginatedResponse[schema]`](../reference/schemas.md#fastapi_toolsets.schemas.PaginatedResponse):
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```python
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class UserRead(PydanticBase):
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@@ -188,7 +296,7 @@ async def get_user(session: SessionDep, uuid: UUID) -> Response[UserRead]:
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@router.get("")
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async def list_users(session: SessionDep, page: int = 1) -> PaginatedResponse[UserRead]:
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return await crud.UserCrud.paginate(
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return await crud.UserCrud.offset_paginate(
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session=session,
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page=page,
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schema=UserRead,
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